Research Article
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Year 2023, Volume: 18 Issue: 3, 100 - 106, 30.09.2023

Michael Toryila Tiza Samson Imoni Mogbo Onyebuchi Ebenezer Ogırıma Akande Victoria Hassana Jiya Collins Onuzulike

Abstract

References

  • Abukhashaba MI, Mostafa MA, Adam IA. (2014) Behavior of self-compacting fiber reinforced concrete containing cement kiln dust. Alexandria Engin. J., 53(2), 341–354. https://doi.org/10.1016/j.aej.2014.03.006
  • Agwa IS, Ibrahim OMO, (2019) Fresh and hardened properties of self-compacting concrete containing of cement kiln dust. Chal. J. Concrete Res. Let., 10(1), 13. https://doi.org/10.20528/cjcrl.2019.01.003
  • Ahmad S, Hakeem I, Maslehuddin M, (2014) Development of UHPC Mixtures Utilizing Natural and Industrial Waste Materials as Partial Replacements of Silica Fume and Sand. The Scientific World Journal, 2014, 1–8. https://doi.org/10.1155/2014/713531
  • Al-Harthy AS, Taha R, Al-Maamary F, (2003) Effect of cement kiln dust (CKD) on mortar and concrete mixtures. Const. & Build. Mat., 17(5), 353-360. https://doi.org/10.1016/s0950-0618(02)00120-4
  • Gauch HG, Hwang JTG, Fick GW, (2003) Model Evaluation by Comparison of Model‐Based Predictions and Measured Values. Agro. J., 95(6), 1442–1446. https://doi.org/10.2134/agronj2003.1442
  • Kunal, Siddique R, Rajor A, (2012) Use of cement kiln dust in cement concrete and its leachate characteristics. Resour., Conser. & Recy, 61, 59–68. https://doi.org/10.1016/j.resconrec.2012.01.006
  • Majdi HS, Shubbar AA, Nasr MS, Al-Khafaji ZS, Jafer H, Abdulredha M, Masoodi ZA, Sadique M, Hashim K, (2020) Experimental data on compressive strength and ultrasonic pulse velocity properties of sustainable mortar made with high content of GGBFS and CKD combinations. Data in Brief, 31, 105961. https://doi.org/10.1016/j.dib.2020.105961
  • Maslehuddin M, Al-Amoudi OSB, Rahman MK, Ali MR, Barry MS, (2009) Properties of cement kiln dust concrete. Const & Build Mat, 23(6), 2357–2361. https://doi.org/10.1016/j.conbuildmat.2008.11.002
  • Rodríguez Viacava I, Aguado de Cea A, Rodríguez de Sensale G, (2012) Self-compacting concrete of medium characteristic strength. Const & Build Mat, 30, 776–782. https://doi.org/10.1016/j.conbuildmat.2011.12.070
  • Shoaib MM, Balaha MM, Abdel-Rahman AG, (2000) Influence of cement kiln dust substitution on the mechanical properties of concrete. Cement and Concrete Res., 30(3), 371–377. https://doi.org/10.1016/s0008-8846(99)00262-8
  • Siddique R, (2006) Utilization of cement kiln dust (CKD) in cement mortar and concrete—an overview. Resour., Conser. & Recy, 48(4), 315–338. https://doi.org/10.1016/j.resconrec.2006.03.010
  • Tiza, M. T., Ogunleye, E., Jiya, V., Onuzulike, C., Akande, E., & Terlumun, S. (2023). Integrating Sustainability into Civil Engineering and the Construction Industry. J. Cement Based Composites, 4(1), 1–11. https://doi.org/10.36937/cebacom.2023.5756
  • Udoeyo, F. F., & Hyee, A. (2002). Strengths of Cement Kiln Dust Concrete. Journal of Materials in Civil Engineering, 14(6), 524–526. https://doi.org/10.1061/(asce)0899-1561(2002)14:6(524)
  • Utsev T, Tiza M, Sani HA, Sesugh T, (2022) Sustainability in the civil engineering and construction industry: A review. J. Sust. Const. Mat & Tech. 1(7): 30-39 https://doi.org/10.14744/jscmt.2022.11
  • Yang K-H, Kim G-H, Choi Y-H, (2014) An initial trial mixture proportioning procedure for structural lightweight aggregate concrete. Const & Build Mat, 55, 431–439. https://doi.org/10.1016/j.conbuildmat.2013.11.108
  • Zeyad, A. M., Magbool, H. M., Tayeh, B. A., Garcez de Azevedo, A. R., Abutaleb, A., & Hussain, Q. (2022). Production of geopolymer concrete by utilizing volcanic pumice dust. Case Studies in Const. Mat., 16, e00802. https://doi.org/10.1016/j.cscm.2021.e00802

Compressive Strength Prediction Using Linear Regression Method

Year 2023, Volume: 18 Issue: 3, 100 - 106, 30.09.2023

Michael Toryila Tiza Samson Imoni Mogbo Onyebuchi Ebenezer Ogırıma Akande Victoria Hassana Jiya Collins Onuzulike

Abstract

This study investigates the compressive strength of cement kiln replacement mixtures using a mechanistic modeling approach. The objective is to establish a mathematical model that predicts the compressive strength based on the percentage of cement kiln replacement. The study analyzed data from various replacement percentages ranging from 10% to 35% and their corresponding compressive strength values. A linear regression model was developed to capture the relationship between the replacement percentage and compressive strength. The model exhibited a good fit to the data, with a mean squared error of approximately 0.0254. Confidence intervals were calculated to provide a range of predicted compressive strength values at different replacement percentages. The findings of this study contribute to understanding the mechanical behavior of cement kiln replacement mixtures and offer insights for optimizing mixture designs. The developed mathematical model can serve as a valuable tool for engineers and researchers in the construction industry, aiding in the estimation of compressive strength for various cement kiln replacement scenarios.

Keywords

Cement kiln Replacement Compressive Strength Mechanistic Modeling Mathematical model linear regression.

References

  • Abukhashaba MI, Mostafa MA, Adam IA. (2014) Behavior of self-compacting fiber reinforced concrete containing cement kiln dust. Alexandria Engin. J., 53(2), 341–354. https://doi.org/10.1016/j.aej.2014.03.006
  • Agwa IS, Ibrahim OMO, (2019) Fresh and hardened properties of self-compacting concrete containing of cement kiln dust. Chal. J. Concrete Res. Let., 10(1), 13. https://doi.org/10.20528/cjcrl.2019.01.003
  • Ahmad S, Hakeem I, Maslehuddin M, (2014) Development of UHPC Mixtures Utilizing Natural and Industrial Waste Materials as Partial Replacements of Silica Fume and Sand. The Scientific World Journal, 2014, 1–8. https://doi.org/10.1155/2014/713531
  • Al-Harthy AS, Taha R, Al-Maamary F, (2003) Effect of cement kiln dust (CKD) on mortar and concrete mixtures. Const. & Build. Mat., 17(5), 353-360. https://doi.org/10.1016/s0950-0618(02)00120-4
  • Gauch HG, Hwang JTG, Fick GW, (2003) Model Evaluation by Comparison of Model‐Based Predictions and Measured Values. Agro. J., 95(6), 1442–1446. https://doi.org/10.2134/agronj2003.1442
  • Kunal, Siddique R, Rajor A, (2012) Use of cement kiln dust in cement concrete and its leachate characteristics. Resour., Conser. & Recy, 61, 59–68. https://doi.org/10.1016/j.resconrec.2012.01.006
  • Majdi HS, Shubbar AA, Nasr MS, Al-Khafaji ZS, Jafer H, Abdulredha M, Masoodi ZA, Sadique M, Hashim K, (2020) Experimental data on compressive strength and ultrasonic pulse velocity properties of sustainable mortar made with high content of GGBFS and CKD combinations. Data in Brief, 31, 105961. https://doi.org/10.1016/j.dib.2020.105961
  • Maslehuddin M, Al-Amoudi OSB, Rahman MK, Ali MR, Barry MS, (2009) Properties of cement kiln dust concrete. Const & Build Mat, 23(6), 2357–2361. https://doi.org/10.1016/j.conbuildmat.2008.11.002
  • Rodríguez Viacava I, Aguado de Cea A, Rodríguez de Sensale G, (2012) Self-compacting concrete of medium characteristic strength. Const & Build Mat, 30, 776–782. https://doi.org/10.1016/j.conbuildmat.2011.12.070
  • Shoaib MM, Balaha MM, Abdel-Rahman AG, (2000) Influence of cement kiln dust substitution on the mechanical properties of concrete. Cement and Concrete Res., 30(3), 371–377. https://doi.org/10.1016/s0008-8846(99)00262-8
  • Siddique R, (2006) Utilization of cement kiln dust (CKD) in cement mortar and concrete—an overview. Resour., Conser. & Recy, 48(4), 315–338. https://doi.org/10.1016/j.resconrec.2006.03.010
  • Tiza, M. T., Ogunleye, E., Jiya, V., Onuzulike, C., Akande, E., & Terlumun, S. (2023). Integrating Sustainability into Civil Engineering and the Construction Industry. J. Cement Based Composites, 4(1), 1–11. https://doi.org/10.36937/cebacom.2023.5756
  • Udoeyo, F. F., & Hyee, A. (2002). Strengths of Cement Kiln Dust Concrete. Journal of Materials in Civil Engineering, 14(6), 524–526. https://doi.org/10.1061/(asce)0899-1561(2002)14:6(524)
  • Utsev T, Tiza M, Sani HA, Sesugh T, (2022) Sustainability in the civil engineering and construction industry: A review. J. Sust. Const. Mat & Tech. 1(7): 30-39 https://doi.org/10.14744/jscmt.2022.11
  • Yang K-H, Kim G-H, Choi Y-H, (2014) An initial trial mixture proportioning procedure for structural lightweight aggregate concrete. Const & Build Mat, 55, 431–439. https://doi.org/10.1016/j.conbuildmat.2013.11.108
  • Zeyad, A. M., Magbool, H. M., Tayeh, B. A., Garcez de Azevedo, A. R., Abutaleb, A., & Hussain, Q. (2022). Production of geopolymer concrete by utilizing volcanic pumice dust. Case Studies in Const. Mat., 16, e00802. https://doi.org/10.1016/j.cscm.2021.e00802
There are 16 citations in total.

Details

Primary Language English
Subjects Materials Engineering (Other)
Journal Section Articles
Authors

Michael Toryila Tiza

Samson Imoni This is me 0009-0005-0826-016X

Mogbo Onyebuchi This is me 0000-0002-8124-8571

Ebenezer Ogırıma Akande This is me 0000-0002-3201-6520

Victoria Hassana Jiya This is me 0000-0001-6625-9881

Collins Onuzulike This is me 0000-0001-7264-9843

Publication Date September 30, 2023
Acceptance Date August 8, 2023
Published in Issue Year 2023 Volume: 18 Issue: 3

Cite

APA Tiza, M. T., Imoni, S., Onyebuchi, M., Akande, E. O., et al. (2023). Compressive Strength Prediction Using Linear Regression Method. Journal of International Environmental Application and Science, 18(3), 100-106.
AMA Tiza MT, Imoni S, Onyebuchi M, Akande EO, Jiya VH, Onuzulike C. Compressive Strength Prediction Using Linear Regression Method. J. Int. Environmental Application & Science. September 2023;18(3):100-106.
Chicago Tiza, Michael Toryila, Samson Imoni, Mogbo Onyebuchi, Ebenezer Ogırıma Akande, Victoria Hassana Jiya, and Collins Onuzulike. “Compressive Strength Prediction Using Linear Regression Method”. Journal of International Environmental Application and Science 18, no. 3 (September 2023): 100-106.
EndNote Tiza MT, Imoni S, Onyebuchi M, Akande EO, Jiya VH, Onuzulike C (September 1, 2023) Compressive Strength Prediction Using Linear Regression Method. Journal of International Environmental Application and Science 18 3 100–106.
IEEE M. T. Tiza, S. Imoni, M. Onyebuchi, E. O. Akande, V. H. Jiya, and C. Onuzulike, “Compressive Strength Prediction Using Linear Regression Method”, J. Int. Environmental Application & Science, vol. 18, no. 3, pp. 100–106, 2023.
ISNAD Tiza, Michael Toryila et al. “Compressive Strength Prediction Using Linear Regression Method”. Journal of International Environmental Application and Science 18/3 (September 2023), 100-106.
JAMA Tiza MT, Imoni S, Onyebuchi M, Akande EO, Jiya VH, Onuzulike C. Compressive Strength Prediction Using Linear Regression Method. J. Int. Environmental Application & Science. 2023;18:100–106.
MLA Tiza, Michael Toryila et al. “Compressive Strength Prediction Using Linear Regression Method”. Journal of International Environmental Application and Science, vol. 18, no. 3, 2023, pp. 100-6.
Vancouver Tiza MT, Imoni S, Onyebuchi M, Akande EO, Jiya VH, Onuzulike C. Compressive Strength Prediction Using Linear Regression Method. J. Int. Environmental Application & Science. 2023;18(3):100-6.
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